Prediction

Linear

Prediction - tecator - Plsr

Prediction - tecator - Rr

Non-linear

Prediction - tecator - Kplsr

Prediction - tecator - Krr

Prediction - tecator - kNN-Lwplsr

Prediction - tecator - kNN-LwplsrAvg

Prediction - tecator - Rfr

Model tuning

Split Train to Cal/Val

gridscore - tecator - Plsr

gridscore - tecator - Rr

gridscore - tecator - kNN-Lwplsr

gridscore - tecator - All models

K-fold and test-set CV

gridcv - tecator - Plsr

gridcv - tecator - Rr

gridcv - tecator - kNN-Lwplsr

gridcv - tecator - All models